flopsindex-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| FLOPS_API_KEY | No | Optional API key for higher fidelity data. If omitted, anonymous access is used with delayed public prices. |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| list_indicesA | List all public FLOPS compute-price indices. Returns {count, indices[]} where each row is {index_id, family, value, unit, as_of, confidence, change_24h, delayed}. Use this to discover available indices before calling get_index or verify. No auth required. |
| verifyA | Check a FLOPS index value against the published index. Pass |
| get_priceA | Fetch the current published value for a FLOPS compute price index. Returns the published envelope as-is: {index_id, value, unit, as_of, delayed, data_tier, confidence, change_24h, disclaimer, methodology_url, verify_url, citation_url, permalink, upgrade} -- the 14-field envelope. Values are delayed and indicative. Use get_index for the reduced, citation-only payload. |
| get_indexA | Resolve a FLOPS index to its source-opaque PUBLIC payload (the public citation contract). Returns {index_id, value, unit, as_of, data_tier, confidence, verify_url, citation_url, permalink}. Prefer this when you intend to CITE the value. Also exposed as the MCP resource flops://index/. |
| search_indicesA | Resolve a free-text query to canonical FLOPS index slugs. Use when you don't know the exact slug — e.g. 'H100 spot' returns matching catalog entries. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| FLOPS-A10-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A100-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A100-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A100-SPOT | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A16-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A30-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A40-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A40-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A4000-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A5000-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A6000-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A6000-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-A800-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-B200-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-B200-SPOT | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-B300-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-GAUDI2-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-GB200-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-GH200-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-H100-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-H100-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-H100-SPOT | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-H20-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-H200-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-H200-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-H200-SPOT | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-H800-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-L4-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-L40-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-L40S-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-L40S-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-L40S-SPOT | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-MI300X-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-RTX3090-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-RTX3090-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-RTX4090-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-RTX4090-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-RTX4090-SPOT | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-RTX5090-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-RTX6000Ada-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-RTXPRO6000Blackwell-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-T4-DEPIN | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-T4-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-T4-SPOT | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-V100-OD | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
| FLOPS-V100-SPOT | Source-opaque public payload (value + verify/citation URLs). Unit: USD/GPU-hr. |
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